Dataset statistics
| Number of variables | 36 |
|---|---|
| Number of observations | 1033 |
| Missing cells | 506 |
| Missing cells (%) | 1.4% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 290.7 KiB |
| Average record size in memory | 288.1 B |
Variable types
| Categorical | 9 |
|---|---|
| Boolean | 14 |
| Numeric | 13 |
GPA year 1 is highly correlated with Overall GPA | High correlation |
GPA year 2 is highly correlated with Overall GPA | High correlation |
GPA year 3 is highly correlated with Overall GPA and 2 other fields | High correlation |
Overall GPA is highly correlated with GPA year 1 and 4 other fields | High correlation |
First Sit is highly correlated with Second Sit | High correlation |
Second Sit is highly correlated with First Sit | High correlation |
Fails is highly correlated with GPA year 3 and 2 other fields | High correlation |
Pass is highly correlated with GPA year 3 and 2 other fields | High correlation |
English is highly correlated with Maths | High correlation |
Maths is highly correlated with English | High correlation |
GPA year 1 is highly correlated with Overall GPA | High correlation |
GPA year 2 is highly correlated with GPA year 3 and 1 other fields | High correlation |
GPA year 3 is highly correlated with GPA year 2 and 1 other fields | High correlation |
Overall GPA is highly correlated with GPA year 1 and 4 other fields | High correlation |
First Sit is highly correlated with Second Sit | High correlation |
Second Sit is highly correlated with First Sit | High correlation |
Fails is highly correlated with Overall GPA and 1 other fields | High correlation |
Pass is highly correlated with Overall GPA and 1 other fields | High correlation |
GPA year 1 is highly correlated with Overall GPA | High correlation |
Overall GPA is highly correlated with GPA year 1 | High correlation |
First Sit is highly correlated with Second Sit | High correlation |
Second Sit is highly correlated with First Sit | High correlation |
Fails is highly correlated with Pass | High correlation |
Pass is highly correlated with Fails | High correlation |
UCAS is highly correlated with Ethnicity | High correlation |
Progress is highly correlated with desertion | High correlation |
Polar 4 Score is highly correlated with Bursary | High correlation |
Bursary is highly correlated with Polar 4 Score | High correlation |
Ethnicity is highly correlated with UCAS | High correlation |
A Levels is highly correlated with Btec | High correlation |
desertion is highly correlated with Progress | High correlation |
Btec is highly correlated with A Levels | High correlation |
Studenot Visa is highly correlated with British | High correlation |
British is highly correlated with Studenot Visa | High correlation |
Course is highly correlated with UCAS and 1 other fields | High correlation |
UCAS is highly correlated with Course and 2 other fields | High correlation |
25 Above is highly correlated with Ethnicity | High correlation |
Disabilityes is highly correlated with Bursary | High correlation |
Ethnicity is highly correlated with Course and 2 other fields | High correlation |
desertion is highly correlated with UCAS and 9 other fields | High correlation |
British is highly correlated with English native Language and 1 other fields | High correlation |
English native Language is highly correlated with British | High correlation |
SLC is highly correlated with Studenot Visa | High correlation |
Care Leaver is highly correlated with Refugee | High correlation |
Studenot Visa is highly correlated with SLC | High correlation |
Refugee is highly correlated with Care Leaver | High correlation |
Lonodono Permanoenot Residenoce is highly correlated with British | High correlation |
UCAS Points is highly correlated with English and 1 other fields | High correlation |
English is highly correlated with UCAS Points and 1 other fields | High correlation |
Maths is highly correlated with UCAS Points and 1 other fields | High correlation |
A Levels is highly correlated with Btec | High correlation |
Btec is highly correlated with A Levels | High correlation |
Bursary is highly correlated with Disabilityes | High correlation |
Attendance is highly correlated with desertion and 2 other fields | High correlation |
GPA year 1 is highly correlated with desertion and 2 other fields | High correlation |
GPA year 2 is highly correlated with desertion and 3 other fields | High correlation |
GPA year 3 is highly correlated with desertion and 4 other fields | High correlation |
Overall GPA is highly correlated with desertion and 7 other fields | High correlation |
Progress is highly correlated with desertion and 7 other fields | High correlation |
First Sit is highly correlated with desertion and 2 other fields | High correlation |
Second Sit is highly correlated with First Sit and 1 other fields | High correlation |
Fails is highly correlated with desertion and 3 other fields | High correlation |
No Submissions is highly correlated with First Sit and 2 other fields | High correlation |
Pass is highly correlated with desertion and 3 other fields | High correlation |
Re Takes is highly correlated with GPA year 3 and 1 other fields | High correlation |
Polar 4 Score has 88 (8.5%) missing values | Missing |
UCAS Points has 54 (5.2%) missing values | Missing |
English has 160 (15.5%) missing values | Missing |
Maths has 161 (15.6%) missing values | Missing |
GPA year 2 has 112 (10.8%) zeros | Zeros |
GPA year 3 has 276 (26.7%) zeros | Zeros |
Second Sit has 208 (20.1%) zeros | Zeros |
Fails has 848 (82.1%) zeros | Zeros |
No Submissions has 423 (40.9%) zeros | Zeros |
Reproduction
| Analysis started | 2022-08-04 14:41:28.564091 |
|---|---|
| Analysis finished | 2022-08-04 14:42:08.908497 |
| Duration | 40.34 seconds |
| Software version | pandas-profiling v3.2.0 |
| Download configuration | config.json |
| Distinct | 13 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 2 |
| Missing (%) | 0.2% |
| Memory size | 8.2 KiB |
| BA | |
|---|---|
| ba | |
| BA Business Management | 32 |
| BA Business Management Enterpreneurship and Innovation | 24 |
| BA Business Management International Business | 12 |
| Other values (8) | 42 |
Length
| Max length | 55 |
|---|---|
| Median length | 2 |
| Mean length | 4.929194956 |
| Min length | 2 |
Characters and Unicode
| Total characters | 5082 |
|---|---|
| Distinct characters | 28 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | BA Business Manangement Enterpreneurship and Innovation |
|---|---|
| 2nd row | BA Business Management |
| 3rd row | BA Business Management Enterpreneurship and Innovation |
| 4th row | BA Business Management |
| 5th row | BA Business Management Enterpreneurship and Innovation |
Common Values
| Value | Count | Frequency (%) |
| BA | 541 | |
| ba | 380 | |
| BA Business Management | 32 | 3.1% |
| BA Business Management Enterpreneurship and Innovation | 24 | 2.3% |
| BA Business Management International Business | 12 | 1.2% |
| MBA | 10 | 1.0% |
| Ba Business Management Finance | 9 | 0.9% |
| BA | 9 | 0.9% |
| BA Business Management Marketing | 4 | 0.4% |
| Ba | 4 | 0.4% |
| Other values (3) | 6 | 0.6% |
Length
| Value | Count | Frequency (%) |
| ba | 1020 | |
| business | 98 | 7.4% |
| management | 83 | 6.3% |
| enterpreneurship | 27 | 2.0% |
| and | 27 | 2.0% |
| innovation | 27 | 2.0% |
| international | 12 | 0.9% |
| mba | 11 | 0.8% |
| finance | 9 | 0.7% |
| marketing | 6 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| B | 749 | |
| a | 658 | |
| A | 638 | |
| n | 495 | |
| b | 380 | |
| e | 378 | |
| s | 321 | 6.3% |
| 302 | 5.9% | |
| i | 179 | 3.5% |
| t | 170 | 3.3% |
| Other values (18) | 812 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3211 | |
| Uppercase Letter | 1565 | |
| Space Separator | 302 | 5.9% |
| Open Punctuation | 2 | < 0.1% |
| Close Punctuation | 2 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 658 | |
| n | 495 | |
| b | 380 | |
| e | 378 | |
| s | 321 | |
| i | 179 | 5.6% |
| t | 170 | 5.3% |
| u | 125 | 3.9% |
| r | 99 | 3.1% |
| g | 92 | 2.9% |
| Other values (9) | 314 |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 749 | |
| A | 638 | |
| M | 103 | 6.6% |
| I | 39 | 2.5% |
| E | 27 | 1.7% |
| F | 9 | 0.6% |
Space Separator
| Value | Count | Frequency (%) |
| 302 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 2 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 4776 | |
| Common | 306 | 6.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| B | 749 | |
| a | 658 | |
| A | 638 | |
| n | 495 | |
| b | 380 | |
| e | 378 | |
| s | 321 | |
| i | 179 | 3.7% |
| t | 170 | 3.6% |
| u | 125 | 2.6% |
| Other values (15) | 683 |
Common
| Value | Count | Frequency (%) |
| 302 | ||
| ( | 2 | 0.7% |
| ) | 2 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5082 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| B | 749 | |
| a | 658 | |
| A | 638 | |
| n | 495 | |
| b | 380 | |
| e | 378 | |
| s | 321 | 6.3% |
| 302 | 5.9% | |
| i | 179 | 3.5% |
| t | 170 | 3.3% |
| Other values (18) | 812 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 938 | |
| False | 95 | 9.2% |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.2 KiB |
| no | |
|---|---|
| yes | |
| no | 4 |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.159728945 |
| Min length | 2 |
Characters and Unicode
| Total characters | 2231 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | no |
|---|---|
| 2nd row | no |
| 3rd row | no |
| 4th row | yes |
| 5th row | no |
Common Values
| Value | Count | Frequency (%) |
| no | 868 | |
| yes | 161 | 15.6% |
| no | 4 | 0.4% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| no | 872 | |
| yes | 161 | 15.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 872 | |
| o | 872 | |
| y | 161 | 7.2% |
| e | 161 | 7.2% |
| s | 161 | 7.2% |
| 4 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2227 | |
| Space Separator | 4 | 0.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 872 | |
| o | 872 | |
| y | 161 | 7.2% |
| e | 161 | 7.2% |
| s | 161 | 7.2% |
Space Separator
| Value | Count | Frequency (%) |
| 4 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2227 | |
| Common | 4 | 0.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 872 | |
| o | 872 | |
| y | 161 | 7.2% |
| e | 161 | 7.2% |
| s | 161 | 7.2% |
Common
| Value | Count | Frequency (%) |
| 4 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2231 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 872 | |
| o | 872 | |
| y | 161 | 7.2% |
| e | 161 | 7.2% |
| s | 161 | 7.2% |
| 4 | 0.2% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 KiB |
| False | |
|---|---|
| True | 66 |
| Value | Count | Frequency (%) |
| False | 967 | |
| True | 66 | 6.4% |
| Distinct | 18 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.2 KiB |
| White | |
|---|---|
| Asian | |
| Black/Black British African | |
| Other | |
| Unknown | 13 |
| Other values (13) | 49 |
Length
| Max length | 30 |
|---|---|
| Median length | 5 |
| Mean length | 9.176185866 |
| Min length | 5 |
Characters and Unicode
| Total characters | 9479 |
|---|---|
| Distinct characters | 30 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Asian British |
|---|---|
| 2nd row | White |
| 3rd row | Asian British Pakistani |
| 4th row | White |
| 5th row | Asian/Asian British |
Common Values
| Value | Count | Frequency (%) |
| White | 495 | |
| Asian | 244 | |
| Black/Black British African | 159 | 15.4% |
| Other | 73 | 7.1% |
| Unknown | 13 | 1.3% |
| white | 6 | 0.6% |
| Asian/Asian British | 6 | 0.6% |
| Asian/ Asian British- Indian | 6 | 0.6% |
| Other Asian Background | 5 | 0.5% |
| Asian/Asian British- Indian | 4 | 0.4% |
| Other values (8) | 22 | 2.1% |
Length
| Value | Count | Frequency (%) |
| white | 503 | |
| asian | 269 | |
| british | 187 | 13.0% |
| black/black | 159 | 11.1% |
| african | 159 | 11.1% |
| other | 84 | 5.9% |
| asian/asian | 18 | 1.3% |
| unknown | 13 | 0.9% |
| indian | 13 | 0.9% |
| background | 11 | 0.8% |
| Other values (6) | 18 | 1.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 1377 | |
| a | 825 | 8.7% |
| t | 785 | 8.3% |
| h | 779 | 8.2% |
| e | 592 | 6.2% |
| n | 555 | 5.9% |
| B | 518 | 5.5% |
| s | 500 | 5.3% |
| W | 497 | 5.2% |
| c | 494 | 5.2% |
| Other values (20) | 2557 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 7281 | |
| Uppercase Letter | 1599 | 16.9% |
| Space Separator | 401 | 4.2% |
| Other Punctuation | 183 | 1.9% |
| Dash Punctuation | 15 | 0.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 1377 | |
| a | 825 | |
| t | 785 | |
| h | 779 | |
| e | 592 | |
| n | 555 | |
| s | 500 | 6.9% |
| c | 494 | 6.8% |
| r | 443 | 6.1% |
| k | 351 | 4.8% |
| Other values (9) | 580 |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 518 | |
| W | 497 | |
| A | 464 | |
| O | 84 | 5.3% |
| I | 15 | 0.9% |
| U | 13 | 0.8% |
| P | 6 | 0.4% |
| M | 2 | 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 401 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 183 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 15 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 8880 | |
| Common | 599 | 6.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 1377 | |
| a | 825 | |
| t | 785 | |
| h | 779 | 8.8% |
| e | 592 | 6.7% |
| n | 555 | 6.2% |
| B | 518 | 5.8% |
| s | 500 | 5.6% |
| W | 497 | 5.6% |
| c | 494 | 5.6% |
| Other values (17) | 1958 |
Common
| Value | Count | Frequency (%) |
| 401 | ||
| / | 183 | |
| - | 15 | 2.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 9479 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 1377 | |
| a | 825 | 8.7% |
| t | 785 | 8.3% |
| h | 779 | 8.2% |
| e | 592 | 6.2% |
| n | 555 | 5.9% |
| B | 518 | 5.5% |
| s | 500 | 5.3% |
| W | 497 | 5.2% |
| c | 494 | 5.2% |
| Other values (20) | 2557 |
Gender
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.2 KiB |
| Male | |
|---|---|
| Female | |
| Female | 3 |
| Male | 3 |
Length
| Max length | 7 |
|---|---|
| Median length | 4 |
| Mean length | 4.768635044 |
| Min length | 4 |
Characters and Unicode
| Total characters | 4926 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Male |
|---|---|
| 2nd row | Male |
| 3rd row | Male |
| 4th row | Female |
| 5th row | Male |
Common Values
| Value | Count | Frequency (%) |
| Male | 636 | |
| Female | 391 | |
| Female | 3 | 0.3% |
| Male | 3 | 0.3% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| male | 639 | |
| female | 394 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1427 | |
| a | 1033 | |
| l | 1033 | |
| M | 639 | |
| F | 394 | 8.0% |
| m | 394 | 8.0% |
| 6 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3887 | |
| Uppercase Letter | 1033 | 21.0% |
| Space Separator | 6 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 1427 | |
| a | 1033 | |
| l | 1033 | |
| m | 394 | 10.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 639 | |
| F | 394 |
Space Separator
| Value | Count | Frequency (%) |
| 6 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 4920 | |
| Common | 6 | 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 1427 | |
| a | 1033 | |
| l | 1033 | |
| M | 639 | |
| F | 394 | 8.0% |
| m | 394 | 8.0% |
Common
| Value | Count | Frequency (%) |
| 6 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4926 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 1427 | |
| a | 1033 | |
| l | 1033 | |
| M | 639 | |
| F | 394 | 8.0% |
| m | 394 | 8.0% |
| 6 | 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 874 | |
| True | 159 | 15.4% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 650 | |
| False | 383 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 566 | |
| False | 467 |
Parent He attendance
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 572 | |
| True | 461 |
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 88 |
| Missing (%) | 8.5% |
| Memory size | 8.2 KiB |
| 4.0 | |
|---|---|
| 3.0 | |
| 5.0 | |
| 2.0 | |
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2835 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4.0 |
|---|---|
| 2nd row | 2.0 |
| 3rd row | 4.0 |
| 4th row | 3.0 |
| 5th row | 4.0 |
Common Values
| Value | Count | Frequency (%) |
| 4.0 | 299 | |
| 3.0 | 223 | |
| 5.0 | 167 | |
| 2.0 | 138 | |
| 1.0 | 118 | 11.4% |
| (Missing) | 88 | 8.5% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 4.0 | 299 | |
| 3.0 | 223 | |
| 5.0 | 167 | |
| 2.0 | 138 | |
| 1.0 | 118 | 12.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 945 | |
| 0 | 945 | |
| 4 | 299 | 10.5% |
| 3 | 223 | 7.9% |
| 5 | 167 | 5.9% |
| 2 | 138 | 4.9% |
| 1 | 118 | 4.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1890 | |
| Other Punctuation | 945 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 945 | |
| 4 | 299 | 15.8% |
| 3 | 223 | 11.8% |
| 5 | 167 | 8.8% |
| 2 | 138 | 7.3% |
| 1 | 118 | 6.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 945 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2835 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 945 | |
| 0 | 945 | |
| 4 | 299 | 10.5% |
| 3 | 223 | 7.9% |
| 5 | 167 | 5.9% |
| 2 | 138 | 4.9% |
| 1 | 118 | 4.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2835 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 945 | |
| 0 | 945 | |
| 4 | 299 | 10.5% |
| 3 | 223 | 7.9% |
| 5 | 167 | 5.9% |
| 2 | 138 | 4.9% |
| 1 | 118 | 4.2% |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.2 KiB |
| yes | |
|---|---|
| no | |
| no | 12 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.722168441 |
| Min length | 2 |
Characters and Unicode
| Total characters | 2812 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | no |
|---|---|
| 2nd row | yes |
| 3rd row | yes |
| 4th row | yes |
| 5th row | yes |
Common Values
| Value | Count | Frequency (%) |
| yes | 734 | |
| no | 287 | 27.8% |
| no | 12 | 1.2% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| yes | 734 | |
| no | 299 |
Most occurring characters
| Value | Count | Frequency (%) |
| y | 734 | |
| e | 734 | |
| s | 734 | |
| n | 299 | |
| o | 299 | |
| 12 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2800 | |
| Space Separator | 12 | 0.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| y | 734 | |
| e | 734 | |
| s | 734 | |
| n | 299 | |
| o | 299 |
Space Separator
| Value | Count | Frequency (%) |
| 12 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2800 | |
| Common | 12 | 0.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| y | 734 | |
| e | 734 | |
| s | 734 | |
| n | 299 | |
| o | 299 |
Common
| Value | Count | Frequency (%) |
| 12 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2812 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| y | 734 | |
| e | 734 | |
| s | 734 | |
| n | 299 | |
| o | 299 | |
| 12 | 0.4% |
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 2 |
| Missing (%) | 0.2% |
| Memory size | 8.2 KiB |
| no | |
|---|---|
| no | 26 |
| yes | 19 |
| no | 6 |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.049466537 |
| Min length | 2 |
Characters and Unicode
| Total characters | 2113 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | no |
|---|---|
| 2nd row | no |
| 3rd row | no |
| 4th row | no |
| 5th row | no |
Common Values
| Value | Count | Frequency (%) |
| no | 980 | |
| no | 26 | 2.5% |
| yes | 19 | 1.8% |
| no | 6 | 0.6% |
| (Missing) | 2 | 0.2% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| no | 1012 | |
| yes | 19 | 1.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 1012 | |
| o | 1012 | |
| 32 | 1.5% | |
| y | 19 | 0.9% |
| e | 19 | 0.9% |
| s | 19 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2081 | |
| Space Separator | 32 | 1.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 1012 | |
| o | 1012 | |
| y | 19 | 0.9% |
| e | 19 | 0.9% |
| s | 19 | 0.9% |
Space Separator
| Value | Count | Frequency (%) |
| 32 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2081 | |
| Common | 32 | 1.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 1012 | |
| o | 1012 | |
| y | 19 | 0.9% |
| e | 19 | 0.9% |
| s | 19 | 0.9% |
Common
| Value | Count | Frequency (%) |
| 32 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2113 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 1012 | |
| o | 1012 | |
| 32 | 1.5% | |
| y | 19 | 0.9% |
| e | 19 | 0.9% |
| s | 19 | 0.9% |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 3 |
| Missing (%) | 0.3% |
| Memory size | 8.2 KiB |
| no | |
|---|---|
| yes | |
| no | 17 |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.166990291 |
| Min length | 2 |
Characters and Unicode
| Total characters | 2232 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | yes |
|---|---|
| 2nd row | no |
| 3rd row | no |
| 4th row | no |
| 5th row | no |
Common Values
| Value | Count | Frequency (%) |
| no | 858 | |
| yes | 155 | 15.0% |
| no | 17 | 1.6% |
| (Missing) | 3 | 0.3% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| no | 875 | |
| yes | 155 | 15.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 875 | |
| o | 875 | |
| y | 155 | 6.9% |
| e | 155 | 6.9% |
| s | 155 | 6.9% |
| 17 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2215 | |
| Space Separator | 17 | 0.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 875 | |
| o | 875 | |
| y | 155 | 7.0% |
| e | 155 | 7.0% |
| s | 155 | 7.0% |
Space Separator
| Value | Count | Frequency (%) |
| 17 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2215 | |
| Common | 17 | 0.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 875 | |
| o | 875 | |
| y | 155 | 7.0% |
| e | 155 | 7.0% |
| s | 155 | 7.0% |
Common
| Value | Count | Frequency (%) |
| 17 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2232 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 875 | |
| o | 875 | |
| y | 155 | 6.9% |
| e | 155 | 6.9% |
| s | 155 | 6.9% |
| 17 | 0.8% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 7 |
| Missing (%) | 0.7% |
| Memory size | 2.1 KiB |
| False | |
|---|---|
| True | 24 |
| (Missing) | 7 |
| Value | Count | Frequency (%) |
| False | 1002 | |
| True | 24 | 2.3% |
| (Missing) | 7 | 0.7% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 5 |
| Missing (%) | 0.5% |
| Memory size | 2.1 KiB |
| True | |
|---|---|
| False | |
| (Missing) | 5 |
| Value | Count | Frequency (%) |
| True | 568 | |
| False | 460 | |
| (Missing) | 5 | 0.5% |
| Distinct | 60 |
|---|---|
| Distinct (%) | 6.1% |
| Missing | 54 |
| Missing (%) | 5.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 109.113381 |
| Minimum | 72 |
|---|---|
| Maximum | 168 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.2 KiB |
Quantile statistics
| Minimum | 72 |
|---|---|
| 5-th percentile | 82 |
| Q1 | 96 |
| median | 104 |
| Q3 | 120 |
| 95-th percentile | 152 |
| Maximum | 168 |
| Range | 96 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 20.20580245 |
|---|---|
| Coefficient of variation (CV) | 0.1851817098 |
| Kurtosis | 0.8416214006 |
| Mean | 109.113381 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 0.9814397744 |
| Sum | 106822 |
| Variance | 408.2744527 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 96 | 84 | 8.1% |
| 104 | 51 | 4.9% |
| 128 | 47 | 4.5% |
| 80 | 36 | 3.5% |
| 120 | 36 | 3.5% |
| 112 | 35 | 3.4% |
| 84 | 35 | 3.4% |
| 88 | 33 | 3.2% |
| 100 | 33 | 3.2% |
| 103 | 30 | 2.9% |
| Other values (50) | 559 | |
| (Missing) | 54 | 5.2% |
| Value | Count | Frequency (%) |
| 72 | 4 | 0.4% |
| 80 | 36 | |
| 82 | 22 | |
| 84 | 35 | |
| 85 | 1 | 0.1% |
| 86 | 10 | 1.0% |
| 87 | 5 | 0.5% |
| 88 | 33 | |
| 89 | 7 | 0.7% |
| 90 | 6 | 0.6% |
| Value | Count | Frequency (%) |
| 168 | 25 | |
| 162 | 5 | 0.5% |
| 160 | 8 | 0.8% |
| 155 | 1 | 0.1% |
| 153 | 8 | 0.8% |
| 152 | 15 | |
| 148 | 6 | 0.6% |
| 146 | 4 | 0.4% |
| 144 | 18 | |
| 136 | 6 | 0.6% |
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 160 |
| Missing (%) | 15.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.924398625 |
| Minimum | 2 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.2 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 4 |
| median | 5 |
| Q3 | 6 |
| 95-th percentile | 8 |
| Maximum | 9 |
| Range | 7 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.385131692 |
|---|---|
| Coefficient of variation (CV) | 0.2812793596 |
| Kurtosis | 0.3617214903 |
| Mean | 4.924398625 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.7507784704 |
| Sum | 4299 |
| Variance | 1.918589804 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 290 | |
| 5 | 256 | |
| 6 | 120 | |
| 3 | 82 | 7.9% |
| 8 | 53 | 5.1% |
| 7 | 51 | 4.9% |
| 2 | 11 | 1.1% |
| 9 | 10 | 1.0% |
| (Missing) | 160 |
| Value | Count | Frequency (%) |
| 2 | 11 | 1.1% |
| 3 | 82 | 7.9% |
| 4 | 290 | |
| 5 | 256 | |
| 6 | 120 | |
| 7 | 51 | 4.9% |
| 8 | 53 | 5.1% |
| 9 | 10 | 1.0% |
| Value | Count | Frequency (%) |
| 9 | 10 | 1.0% |
| 8 | 53 | 5.1% |
| 7 | 51 | 4.9% |
| 6 | 120 | |
| 5 | 256 | |
| 4 | 290 | |
| 3 | 82 | 7.9% |
| 2 | 11 | 1.1% |
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 161 |
| Missing (%) | 15.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.774082569 |
| Minimum | 2 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.2 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 4 |
| median | 5 |
| Q3 | 5 |
| 95-th percentile | 7 |
| Maximum | 9 |
| Range | 7 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.19916459 |
|---|---|
| Coefficient of variation (CV) | 0.2511822057 |
| Kurtosis | 0.761532845 |
| Mean | 4.774082569 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.569859444 |
| Sum | 4163 |
| Variance | 1.437995713 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 345 | |
| 5 | 256 | |
| 6 | 124 | 12.0% |
| 7 | 60 | 5.8% |
| 3 | 46 | 4.5% |
| 2 | 22 | 2.1% |
| 8 | 14 | 1.4% |
| 9 | 5 | 0.5% |
| (Missing) | 161 |
| Value | Count | Frequency (%) |
| 2 | 22 | 2.1% |
| 3 | 46 | 4.5% |
| 4 | 345 | |
| 5 | 256 | |
| 6 | 124 | 12.0% |
| 7 | 60 | 5.8% |
| 8 | 14 | 1.4% |
| 9 | 5 | 0.5% |
| Value | Count | Frequency (%) |
| 9 | 5 | 0.5% |
| 8 | 14 | 1.4% |
| 7 | 60 | 5.8% |
| 6 | 124 | 12.0% |
| 5 | 256 | |
| 4 | 345 | |
| 3 | 46 | 4.5% |
| 2 | 22 | 2.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 3 |
| Missing (%) | 0.3% |
| Memory size | 2.1 KiB |
| True | |
|---|---|
| False | |
| (Missing) | 3 |
| Value | Count | Frequency (%) |
| True | 576 | |
| False | 454 | |
| (Missing) | 3 | 0.3% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 654 | |
| True | 379 |
Previous work
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 3 |
| Missing (%) | 0.3% |
| Memory size | 2.1 KiB |
| False | |
|---|---|
| True | |
| (Missing) | 3 |
| Value | Count | Frequency (%) |
| False | 527 | |
| True | 503 | |
| (Missing) | 3 | 0.3% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 788 | |
| True | 245 | 23.7% |
| Distinct | 63 |
|---|---|
| Distinct (%) | 6.1% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 75.07751938 |
| Minimum | 20 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.2 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 46 |
| Q1 | 64 |
| median | 76 |
| Q3 | 88 |
| 95-th percentile | 97 |
| Maximum | 100 |
| Range | 80 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 15.7430199 |
|---|---|
| Coefficient of variation (CV) | 0.2096901979 |
| Kurtosis | -0.6289405519 |
| Mean | 75.07751938 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | -0.395967175 |
| Sum | 77480 |
| Variance | 247.8426755 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 60 | 34 | 3.3% |
| 92 | 31 | 3.0% |
| 95 | 29 | 2.8% |
| 74 | 28 | 2.7% |
| 96 | 27 | 2.6% |
| 81 | 27 | 2.6% |
| 90 | 27 | 2.6% |
| 72 | 26 | 2.5% |
| 88 | 25 | 2.4% |
| 65 | 25 | 2.4% |
| Other values (53) | 753 |
| Value | Count | Frequency (%) |
| 20 | 1 | 0.1% |
| 25 | 1 | 0.1% |
| 40 | 6 | |
| 41 | 6 | |
| 42 | 14 | |
| 43 | 3 | 0.3% |
| 44 | 8 | |
| 45 | 12 | |
| 46 | 7 | |
| 47 | 10 |
| Value | Count | Frequency (%) |
| 100 | 15 | |
| 99 | 15 | |
| 98 | 20 | |
| 97 | 15 | |
| 96 | 27 | |
| 95 | 29 | |
| 94 | 25 | |
| 93 | 13 | |
| 92 | 31 | |
| 91 | 16 |
| Distinct | 56 |
|---|---|
| Distinct (%) | 5.4% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 58.71414729 |
| Minimum | 30 |
|---|---|
| Maximum | 85 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.2 KiB |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 40 |
| Q1 | 46 |
| median | 58 |
| Q3 | 71 |
| 95-th percentile | 82 |
| Maximum | 85 |
| Range | 55 |
| Interquartile range (IQR) | 25 |
Descriptive statistics
| Standard deviation | 14.24820418 |
|---|---|
| Coefficient of variation (CV) | 0.2426707164 |
| Kurtosis | -1.117789841 |
| Mean | 58.71414729 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 0.1441683938 |
| Sum | 60593 |
| Variance | 203.0113225 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 41 | 38 | 3.7% |
| 44 | 34 | 3.3% |
| 43 | 34 | 3.3% |
| 45 | 34 | 3.3% |
| 47 | 31 | 3.0% |
| 46 | 29 | 2.8% |
| 80 | 29 | 2.8% |
| 42 | 28 | 2.7% |
| 40 | 27 | 2.6% |
| 50 | 26 | 2.5% |
| Other values (46) | 722 |
| Value | Count | Frequency (%) |
| 30 | 5 | |
| 31 | 4 | |
| 32 | 5 | |
| 33 | 5 | |
| 34 | 4 | |
| 35 | 5 | |
| 36 | 6 | |
| 37 | 2 | 0.2% |
| 38 | 6 | |
| 39 | 6 |
| Value | Count | Frequency (%) |
| 85 | 19 | |
| 84 | 17 | |
| 83 | 12 | |
| 82 | 13 | |
| 81 | 8 | 0.8% |
| 80 | 29 | |
| 79 | 17 | |
| 78 | 13 | |
| 77 | 24 | |
| 76 | 20 |
| Distinct | 58 |
|---|---|
| Distinct (%) | 5.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53.93320426 |
| Minimum | 0 |
|---|---|
| Maximum | 87 |
| Zeros | 112 |
| Zeros (%) | 10.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 43 |
| median | 58 |
| Q3 | 72 |
| 95-th percentile | 83 |
| Maximum | 87 |
| Range | 87 |
| Interquartile range (IQR) | 29 |
Descriptive statistics
| Standard deviation | 23.69943395 |
|---|---|
| Coefficient of variation (CV) | 0.4394219531 |
| Kurtosis | 0.3619090467 |
| Mean | 53.93320426 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | -0.9754745629 |
| Sum | 55713 |
| Variance | 561.6631697 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 112 | 10.8% |
| 79 | 27 | 2.6% |
| 40 | 27 | 2.6% |
| 55 | 25 | 2.4% |
| 71 | 25 | 2.4% |
| 49 | 23 | 2.2% |
| 81 | 23 | 2.2% |
| 62 | 22 | 2.1% |
| 46 | 22 | 2.1% |
| 83 | 22 | 2.1% |
| Other values (48) | 705 |
| Value | Count | Frequency (%) |
| 0 | 112 | |
| 30 | 3 | 0.3% |
| 31 | 6 | 0.6% |
| 32 | 11 | 1.1% |
| 33 | 9 | 0.9% |
| 34 | 6 | 0.6% |
| 35 | 14 | 1.4% |
| 36 | 7 | 0.7% |
| 37 | 5 | 0.5% |
| 38 | 12 | 1.2% |
| Value | Count | Frequency (%) |
| 87 | 12 | |
| 85 | 15 | |
| 84 | 14 | |
| 83 | 22 | |
| 82 | 18 | |
| 81 | 23 | |
| 80 | 16 | |
| 79 | 27 | |
| 78 | 19 | |
| 77 | 18 |
| Distinct | 57 |
|---|---|
| Distinct (%) | 5.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.23233301 |
| Minimum | 0 |
|---|---|
| Maximum | 85 |
| Zeros | 276 |
| Zeros (%) | 26.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 49 |
| Q3 | 67 |
| 95-th percentile | 82 |
| Maximum | 85 |
| Range | 85 |
| Interquartile range (IQR) | 67 |
Descriptive statistics
| Standard deviation | 29.01446846 |
|---|---|
| Coefficient of variation (CV) | 0.6711289083 |
| Kurtosis | -1.178751671 |
| Mean | 43.23233301 |
| Median Absolute Deviation (MAD) | 19 |
| Skewness | -0.4536500729 |
| Sum | 44659 |
| Variance | 841.8393799 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 276 | |
| 43 | 25 | 2.4% |
| 41 | 24 | 2.3% |
| 44 | 23 | 2.2% |
| 52 | 22 | 2.1% |
| 63 | 20 | 1.9% |
| 45 | 20 | 1.9% |
| 65 | 19 | 1.8% |
| 76 | 19 | 1.8% |
| 66 | 19 | 1.8% |
| Other values (47) | 566 |
| Value | Count | Frequency (%) |
| 0 | 276 | |
| 30 | 2 | 0.2% |
| 31 | 6 | 0.6% |
| 32 | 2 | 0.2% |
| 33 | 5 | 0.5% |
| 34 | 5 | 0.5% |
| 35 | 7 | 0.7% |
| 36 | 10 | 1.0% |
| 37 | 12 | 1.2% |
| 38 | 4 | 0.4% |
| Value | Count | Frequency (%) |
| 85 | 13 | |
| 84 | 15 | |
| 83 | 10 | |
| 82 | 17 | |
| 81 | 6 | 0.6% |
| 80 | 17 | |
| 79 | 13 | |
| 78 | 12 | |
| 77 | 12 | |
| 76 | 19 |
| Distinct | 166 |
|---|---|
| Distinct (%) | 16.1% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 58.11660207 |
| Minimum | 20.5 |
|---|---|
| Maximum | 84 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.2 KiB |
Quantile statistics
| Minimum | 20.5 |
|---|---|
| 5-th percentile | 38 |
| Q1 | 51 |
| median | 59.33333333 |
| Q3 | 66.33333333 |
| 95-th percentile | 74.66666667 |
| Maximum | 84 |
| Range | 63.5 |
| Interquartile range (IQR) | 15.33333333 |
Descriptive statistics
| Standard deviation | 11.2569827 |
|---|---|
| Coefficient of variation (CV) | 0.1936965049 |
| Kurtosis | -0.2948603498 |
| Mean | 58.11660207 |
| Median Absolute Deviation (MAD) | 7.333333333 |
| Skewness | -0.4223969715 |
| Sum | 59976.33333 |
| Variance | 126.7196594 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 59.33333333 | 24 | 2.3% |
| 58.33333333 | 19 | 1.8% |
| 67.33333333 | 17 | 1.6% |
| 60 | 17 | 1.6% |
| 67 | 16 | 1.5% |
| 64 | 16 | 1.5% |
| 60.66666667 | 16 | 1.5% |
| 57 | 15 | 1.5% |
| 61 | 15 | 1.5% |
| 56.33333333 | 15 | 1.5% |
| Other values (156) | 862 |
| Value | Count | Frequency (%) |
| 20.5 | 1 | 0.1% |
| 27.33333333 | 1 | 0.1% |
| 27.66666667 | 1 | 0.1% |
| 30 | 5 | |
| 31 | 4 | |
| 32 | 5 | |
| 33 | 5 | |
| 34 | 4 | |
| 35 | 6 | |
| 36 | 8 |
| Value | Count | Frequency (%) |
| 84 | 1 | 0.1% |
| 82.66666667 | 1 | 0.1% |
| 82 | 2 | |
| 81 | 2 | |
| 80.66666667 | 1 | 0.1% |
| 80.5 | 1 | 0.1% |
| 80.33333333 | 2 | |
| 80 | 3 | |
| 79 | 3 | |
| 78.5 | 1 | 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Memory size | 2.1 KiB |
| True | |
|---|---|
| False | |
| (Missing) | 1 |
| Value | Count | Frequency (%) |
| True | 848 | |
| False | 184 | 17.8% |
| (Missing) | 1 | 0.1% |
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.016472868 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 4 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.303847906 |
|---|---|
| Coefficient of variation (CV) | 0.3246250998 |
| Kurtosis | -0.7057159947 |
| Mean | 4.016472868 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.02471814333 |
| Sum | 4145 |
| Variance | 1.700019361 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 373 | |
| 4 | 218 | |
| 6 | 189 | |
| 5 | 183 | |
| 2 | 36 | 3.5% |
| 1 | 33 | 3.2% |
| (Missing) | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 33 | 3.2% |
| 2 | 36 | 3.5% |
| 3 | 373 | |
| 4 | 218 | |
| 5 | 183 | |
| 6 | 189 |
| Value | Count | Frequency (%) |
| 6 | 189 | |
| 5 | 183 | |
| 4 | 218 | |
| 3 | 373 | |
| 2 | 36 | 3.5% |
| 1 | 33 | 3.2% |
Second Sit
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 6 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 8 |
| Missing (%) | 0.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.834146341 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 208 |
| Zeros (%) | 20.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 3 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.251485398 |
|---|---|
| Coefficient of variation (CV) | 0.6823258154 |
| Kurtosis | -0.8062111839 |
| Mean | 1.834146341 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.01364452657 |
| Sum | 1880 |
| Variance | 1.566215701 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 349 | |
| 2 | 231 | |
| 0 | 208 | |
| 1 | 199 | |
| 5 | 20 | 1.9% |
| 4 | 18 | 1.7% |
| (Missing) | 8 | 0.8% |
| Value | Count | Frequency (%) |
| 0 | 208 | |
| 1 | 199 | |
| 2 | 231 | |
| 3 | 349 | |
| 4 | 18 | 1.7% |
| 5 | 20 | 1.9% |
| Value | Count | Frequency (%) |
| 5 | 20 | 1.9% |
| 4 | 18 | 1.7% |
| 3 | 349 | |
| 2 | 231 | |
| 1 | 199 | |
| 0 | 208 |
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5639534884 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 848 |
| Zeros (%) | 82.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.309437159 |
|---|---|
| Coefficient of variation (CV) | 2.321888571 |
| Kurtosis | 3.595023888 |
| Mean | 0.5639534884 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.20925508 |
| Sum | 582 |
| Variance | 1.714625674 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 848 | |
| 2 | 53 | 5.1% |
| 3 | 50 | 4.8% |
| 4 | 39 | 3.8% |
| 5 | 32 | 3.1% |
| 1 | 10 | 1.0% |
| (Missing) | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 848 | |
| 1 | 10 | 1.0% |
| 2 | 53 | 5.1% |
| 3 | 50 | 4.8% |
| 4 | 39 | 3.8% |
| 5 | 32 | 3.1% |
| Value | Count | Frequency (%) |
| 5 | 32 | 3.1% |
| 4 | 39 | 3.8% |
| 3 | 50 | 4.8% |
| 2 | 53 | 5.1% |
| 1 | 10 | 1.0% |
| 0 | 848 |
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.234496124 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 423 |
| Zeros (%) | 40.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.364384136 |
|---|---|
| Coefficient of variation (CV) | 1.105215407 |
| Kurtosis | -0.06991856543 |
| Mean | 1.234496124 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.9483452924 |
| Sum | 1274 |
| Variance | 1.861544072 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 423 | |
| 1 | 252 | |
| 2 | 165 | 16.0% |
| 3 | 96 | 9.3% |
| 4 | 76 | 7.4% |
| 5 | 20 | 1.9% |
| (Missing) | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 423 | |
| 1 | 252 | |
| 2 | 165 | 16.0% |
| 3 | 96 | 9.3% |
| 4 | 76 | 7.4% |
| 5 | 20 | 1.9% |
| Value | Count | Frequency (%) |
| 5 | 20 | 1.9% |
| 4 | 76 | 7.4% |
| 3 | 96 | 9.3% |
| 2 | 165 | 16.0% |
| 1 | 252 | |
| 0 | 423 |
Late Submission
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Memory size | 8.2 KiB |
| 1.0 | |
|---|---|
| 0.0 | |
| 2.0 | |
| 3.0 | 25 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 3096 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 423 | |
| 0.0 | 409 | |
| 2.0 | 175 | |
| 3.0 | 25 | 2.4% |
| (Missing) | 1 | 0.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1.0 | 423 | |
| 0.0 | 409 | |
| 2.0 | 175 | |
| 3.0 | 25 | 2.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1441 | |
| . | 1032 | |
| 1 | 423 | 13.7% |
| 2 | 175 | 5.7% |
| 3 | 25 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2064 | |
| Other Punctuation | 1032 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1441 | |
| 1 | 423 | 20.5% |
| 2 | 175 | 8.5% |
| 3 | 25 | 1.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1032 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3096 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1441 | |
| . | 1032 | |
| 1 | 423 | 13.7% |
| 2 | 175 | 5.7% |
| 3 | 25 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3096 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1441 | |
| . | 1032 | |
| 1 | 423 | 13.7% |
| 2 | 175 | 5.7% |
| 3 | 25 | 0.8% |
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 91.62080103 |
| Minimum | 16.66666667 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.2 KiB |
Quantile statistics
| Minimum | 16.66666667 |
|---|---|
| 5-th percentile | 33.33333333 |
| Q1 | 100 |
| median | 100 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 83.33333333 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 19.83237346 |
|---|---|
| Coefficient of variation (CV) | 0.216461472 |
| Kurtosis | 3.835663087 |
| Mean | 91.62080103 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.272267351 |
| Sum | 94552.66667 |
| Variance | 393.3230371 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 848 | |
| 33.33333333 | 52 | 5.0% |
| 50 | 50 | 4.8% |
| 66.66666667 | 39 | 3.8% |
| 83.33333333 | 32 | 3.1% |
| 16.66666667 | 10 | 1.0% |
| 86 | 1 | 0.1% |
| (Missing) | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 16.66666667 | 10 | 1.0% |
| 33.33333333 | 52 | 5.0% |
| 50 | 50 | 4.8% |
| 66.66666667 | 39 | 3.8% |
| 83.33333333 | 32 | 3.1% |
| 86 | 1 | 0.1% |
| 100 | 848 |
| Value | Count | Frequency (%) |
| 100 | 848 | |
| 86 | 1 | 0.1% |
| 83.33333333 | 32 | 3.1% |
| 66.66666667 | 39 | 3.8% |
| 50 | 50 | 4.8% |
| 33.33333333 | 52 | 5.0% |
| 16.66666667 | 10 | 1.0% |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Course | UCAS | 25 Above | Disabilityes | Ethnicity | Gender | desertion | British | English native Language | Parent He attendance | Polar 4 Score | SLC | Care Leaver | Studenot Visa | Refugee | Lonodono Permanoenot Residenoce | UCAS Points | English | Maths | A Levels | Btec | Previous work | Bursary | Attendance | GPA year 1 | GPA year 2 | GPA year 3 | Overall GPA | Progress | First Sit | Second Sit | Fails | No Submissions | Late Submission | Pass | Re Takes | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | BA Business Manangement Enterpreneurship and Innovation | no | no | no | Asian British | Male | no | no | no | yes | 4.0 | no | no | yes | no | yes | 98.0 | 5.0 | 4.0 | yes | no | yes | no | 86.0 | 85.0 | 58 | 43 | 62.000000 | yes | 3.0 | 3.0 | 0.0 | 2.0 | 2.0 | 100.000000 | yes |
| 1 | BA Business Management | no | no | no | White | Male | yes | no | no | yes | 2.0 | yes | no | no | no | no | 101.0 | 5.0 | 5.0 | yes | no | yes | yes | 55.0 | 40.0 | 32 | 0 | 36.000000 | no | 1.0 | 2.0 | 5.0 | 3.0 | 0.0 | 83.333333 | no |
| 2 | BA Business Management Enterpreneurship and Innovation | no | no | no | Asian British Pakistani | Male | yes | yes | yes | yes | 4.0 | yes | no | no | no | yes | 129.0 | 4.0 | 4.0 | yes | no | yes | no | 57.0 | 41.0 | 0 | 0 | 41.000000 | yes | 6.0 | 0.0 | 0.0 | 0.0 | 0.0 | 100.000000 | no |
| 3 | BA Business Management | no | yes | no | White | Female | yes | no | no | no | 3.0 | yes | no | no | no | yes | 110.0 | 9.0 | 8.0 | yes | no | yes | no | 48.0 | 41.0 | 43 | 0 | 42.000000 | yes | 6.0 | 0.0 | 0.0 | 0.0 | 0.0 | 100.000000 | no |
| 4 | BA Business Management Enterpreneurship and Innovation | no | no | no | Asian/Asian British | Male | no | yes | yes | yes | 4.0 | yes | no | no | no | yes | 130.0 | 6.0 | 5.0 | yes | no | yes | no | 83.0 | 55.0 | 49 | 59 | 54.333333 | yes | 4.0 | 2.0 | 0.0 | 2.0 | 0.0 | 100.000000 | no |
| 5 | BA Business Management Enterpreneurship and Innovation | yes | no | no | Asian/Asian British | Male | no | yes | yes | yes | 3.0 | yes | no | no | no | yes | 112.0 | 6.0 | 4.0 | no | yes | no | no | 71.0 | 46.0 | 46 | 43 | 45.000000 | yes | 3.0 | 3.0 | 0.0 | 0.0 | 1.0 | 100.000000 | no |
| 6 | BA Business Management Marketing | yes | no | no | White | Male | no | no | yes | no | 5.0 | no | no | yes | no | no | 89.0 | 6.0 | 5.0 | yes | no | no | no | 96.0 | 78.0 | 70 | 79 | 75.666667 | yes | 4.0 | 2.0 | 0.0 | 0.0 | 2.0 | 100.000000 | no |
| 7 | BA Business Management Enterpreneurship and Innovation | yes | no | no | White | Male | no | yes | yes | no | 4.0 | yes | no | no | no | yes | 103.0 | 4.0 | 5.0 | yes | no | no | no | 67.0 | 43.0 | 85 | 61 | 63.000000 | yes | 3.0 | 3.0 | 0.0 | 3.0 | 0.0 | 100.000000 | no |
| 8 | BA Business Management Enterpreneurship and Innovation | yes | no | no | White | Male | no | yes | yes | no | 2.0 | no | no | no | no | yes | 128.0 | 4.0 | 4.0 | no | yes | no | yes | 89.0 | 76.0 | 58 | 44 | 59.333333 | yes | 6.0 | 0.0 | 0.0 | 0.0 | 0.0 | 100.000000 | no |
| 9 | BA Business Management | yes | no | no | White | Female | no | yes | yes | no | 2.0 | no | no | no | no | no | 91.0 | 4.0 | 4.0 | no | no | no | no | 92.0 | 49.0 | 83 | 67 | 66.333333 | yes | 6.0 | 0.0 | 0.0 | 1.0 | 1.0 | 100.000000 | no |
Last rows
| Course | UCAS | 25 Above | Disabilityes | Ethnicity | Gender | desertion | British | English native Language | Parent He attendance | Polar 4 Score | SLC | Care Leaver | Studenot Visa | Refugee | Lonodono Permanoenot Residenoce | UCAS Points | English | Maths | A Levels | Btec | Previous work | Bursary | Attendance | GPA year 1 | GPA year 2 | GPA year 3 | Overall GPA | Progress | First Sit | Second Sit | Fails | No Submissions | Late Submission | Pass | Re Takes | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1023 | BA | yes | no | no | Asian | Male | no | no | no | yes | 5.0 | yes | no | no | no | no | 107.0 | 6.0 | 7.0 | no | yes | no | no | 96.0 | 80.0 | 0 | 0 | 80.0 | yes | 6.0 | 0.0 | 0.0 | 0.0 | 1.0 | 100.000000 | no |
| 1024 | BA | yes | yes | no | White | Male | no | yes | yes | no | 3.0 | yes | no | no | no | no | 103.0 | 5.0 | 6.0 | no | yes | yes | no | 67.0 | 40.0 | 0 | 0 | 40.0 | yes | 1.0 | 5.0 | 0.0 | 3.0 | 0.0 | 100.000000 | no |
| 1025 | BA | yes | no | no | Unknown | Male | no | yes | yes | yes | 4.0 | yes | no | no | no | no | 100.0 | 5.0 | 4.0 | yes | no | yes | no | 70.0 | 53.0 | 0 | 0 | 53.0 | yes | 6.0 | 0.0 | 0.0 | 0.0 | 1.0 | 100.000000 | no |
| 1026 | BA | yes | yes | no | Unknown | Female | no | no | no | yes | 3.0 | yes | no | no | no | no | 113.0 | 3.0 | 6.0 | no | yes | no | no | 64.0 | 73.0 | 0 | 0 | 73.0 | yes | 3.0 | 3.0 | 0.0 | 2.0 | 1.0 | 100.000000 | no |
| 1027 | BA | yes | yes | no | Unknown | Male | no | yes | no | yes | 2.0 | yes | no | no | no | yes | 118.0 | 5.0 | 5.0 | yes | no | yes | yes | 96.0 | 68.0 | 0 | 0 | 68.0 | yes | 3.0 | 3.0 | 0.0 | 1.0 | 0.0 | 100.000000 | no |
| 1028 | BA | yes | no | no | Other | Female | yes | no | yes | no | 2.0 | yes | no | no | no | no | 102.0 | 4.0 | 4.0 | yes | no | yes | no | 55.0 | 45.0 | 0 | 0 | 45.0 | yes | 6.0 | 0.0 | 0.0 | 0.0 | 1.0 | 100.000000 | no |
| 1029 | BA | yes | no | no | Unknown | Male | no | yes | yes | yes | 4.0 | yes | no | no | no | yes | 109.0 | 4.0 | 4.0 | yes | no | yes | no | 66.0 | 77.0 | 0 | 0 | 77.0 | yes | 6.0 | 0.0 | 0.0 | 0.0 | 0.0 | 100.000000 | no |
| 1030 | BA | no | yes | no | Other Asian Background | Female | yes | no | no | no | 1.0 | no | no | no | no | no | 104.0 | 6.0 | 5.0 | yes | no | yes | no | 42.0 | 33.0 | 0 | 0 | 33.0 | no | 1.0 | 1.0 | 2.0 | 4.0 | 1.0 | 33.333333 | yes |
| 1031 | BA | no | yes | no | Other | Male | no | no | no | yes | 4.0 | yes | no | no | no | no | 101.0 | 6.0 | 6.0 | no | yes | no | no | 60.0 | 76.0 | 0 | 0 | 76.0 | yes | 6.0 | 0.0 | 0.0 | 0.0 | 0.0 | 100.000000 | no |
| 1032 | BA | no | yes | no | Other ethnic background | Female | no | no | no | no | NaN | no | no | yes | no | no | 104.0 | 8.0 | 4.0 | no | no | no | no | 71.0 | 80.0 | 0 | 0 | 80.0 | yes | 6.0 | 0.0 | 0.0 | 0.0 | 0.0 | 100.000000 | no |